This page provides resources for health equity modeling and analysis.
NIH ComPASS - see announcement -- see NEW FUNDING opportunity!
Impacts of Healthcare Algorithms on Racial and Ethnic Healthcare Disparities
March 2-3, Webinar, slides are located here, https://effectivehealthcare.ahrq.gov/news/meetings
AHRQ: https://effectivehealthcare.ahrq.gov/products/racial-disparities-health-healthcare/protocol
Relevant Publications:
February 24, 2023: A framework to identify ethical concerns with ML-guided care workflows: a case study of mortality prediction to guide advance care planning
January 1, 2023: Investigating real-world consequences of biases in commonly used clinical calculators
August 19, 2022: Assessment of Adherence to Reporting Guidelines by Commonly Used Clinical Prediction Models From a Single Vendor, A Systematic Review
October 4, 2020: [arxiv] Fairness in Machine Learning: a Survey.
October 5, 2018: [arxiv] Model Cards for Model Reporting